## GENERAL

    * refimgs need to be done via job_mgr:
        - have local FS chooser of ref img, do html file upload to b/e -> job mgr -> save it to reference_images/<p.tag>/<ref-img-fname>
        - remove refimg menu from top-level -> sub of Person (to view/mangage?)
        - from person create, allow upload ref img instead of create refimg menu item
            - make a thumbnail and store in refimg
            - work out face_recog. encodings store at this point
        - by default store ref img into above FS location
            - will require p.tag modification to move FS location
        - allow to also remove refimg from this view??? (simple X/bin icon overlay on thumb)
        - remove AI menu from top-level -> make a sub-of Person, and just have Match or AI
        (Fix BUG-41 and bits of BUG-43 & TODO: many ref imgs on create person should span multiple rows)

    * with any job, count logs, then commit per 100 log lines of a job (and then ditch the commit in import dir for this)

    * need AI job to:
        log amount matched, amount comparing too -> count should actually be total files in 'entries' (as we can select random entries to check)

    * allow rotate of image (permanently on FS, so its right everywhere)

    * improve photo browser -> view file, rather than just allowing browser to show image
         
    * fix up logging in general
    * comment your code
    * more OO goodness :)

## DB	
    * Need to think about...
        file (image) -> has X faces, Y matches
            X == Y (optim: dont scan again)
            say X-Y == 1, then to optimise, we need to only check the missing
            face... at the moment, the DB structure is not that clever...
            (file_refimg_link --> file_refimg_link needs a face_num?)

    * Dir can have date in the DB, so we can do Oldest/Newest dirs in Folder view

### BACKEND
    * revisit SymlinkName() and make it simpler (see comment in shared.py)
    * if you change paths in settings, then re-run Initialisation checks (for symlinks to new path names)
        - this actively is crashing, added a file in storage2/ (no symlink), so job mgr crashed, and DB doesnt have the content until you make the symlink (via re-running job mgr)
    -- started on some basic optimisations (commit logs every 100 logs, not each log)
        - with debugs: import = 04:11, getfiledetails== 0:35:35
        - without debugs: import == 04:03, getfiledetails == 0:35:36 -- not a sig diff
        - with exifread & debug: import == 04:26

    *** Need to use thread-safe sessions per Thread, half-assed version did not work

    - would it be quicker/smarter to use md5 hash matching on import (and if
      so, not re-do face* ) ???

    need a manual button to restart a job in the GUI, 
        (based on file-level optims, just run the job as new and it will optim over already done parts and continue)

    Future:
        Admin
            -> reset face_flag

        AI
            -> rescan <dir> for <person> --> can do this on new image only
            (optimised to only scan has_unidentified_face)... BUT if you change
            thresholds on AI, or we get a new/better one some day, then it can
            all images with faces, or if we 'reset face_flag' rescan all images

        Admin
            -> delete old jobs / auto delete jobs older than ???
            -> do I want to have admin roles/users?

### UI
    ??? ipads can't do selections and contextMenus, do I want to re-factor to cater for this?

    file details is sort of crap - only works on import path
        - probably better to have a different 'view', e.g. folders/flat/detailed

    job management:
        joblog needs to show only say 25 log lines (last?) by default and allow see start/end, page by page, and search
        clear all jobs (via GUI)
        clear old jobs? (via b/end?)
        clear FE messages (at least dup ones on File data deletion) -- in backend
	need to copy into here the jquery/fa files so we don't need internet to function
        - for that matter run lightspeed against all this


        timelineview? (I think maybe sunburst for large amounts of files, then maybe something more timeline-series for drilling in?)
            (vertical timeline, date has thumbnails (small) horizontally along
            a page, etc.?
        https://www.highcharts.com/docs/chart-and-series-types/timeline-series
        https://www.highcharts.com/demo/sunburst
        https://www.highcharts.com/demo/heatmap
        https://www.highcharts.com/demo/packed-bubble-split

### AI
    * allow for threshold/settings to be tweaked from the GUI
        - it would be good to then say, just run the scanner against this image or maybe this DIR, to see how it IDs ppl


### SORTER
	* exif processing?
		* location stuff - test a new photo from my camera out
        -- image is in dir, need to look at exifread output